Time Series Forecasting using Python

  • IntermediateLevel

  • 43262+Students Enrolled

  • 30 MinsDuration

  • 4.7Average Rating

hero fold image

About this Course

  • This course is designed for people who want to solve problems related to Time Series Forecasting.
  • Learn to apply necessary skills and techniques required to solve Time Series problems, including ARIMA, Holt’s Winter, and more.
  • By the end of the course, you will learn to apply various time series forecasting methods in Python for real-life industry use cases.

Learning Outcomes

Time Series Analysis

Understand and apply time series analysis techniques.

Forecasting Models

Build and evaluate time series forecasting models in Python.

Python Implementation

Implement ARIMA, Holt’s Winter, and other methods.

Who Should Enroll

  • This course is designed for professionals, and analysts who want to gain experience in time series forecasting.
  • Data scientists and practioners wanting to learn time series analysis with real-world scenaios.
  • Anyone looking to build forecasting models and do in-depth analysis in Python for a use-case.

Course Curriculum

Learn to perform time series forecasting and analysis using Python and various time series methods with their different techniques.

tools

  1. 1. Introduction to the Course

  2. 2. Introduction to Time Series

  3. 3. Components of a Time Series

        Meet the instructor

        Our instructor and mentors carry years of experience in data industry

        company logo
        Kunal Jain

        CEO, Analytics Vidhya

        Kunal has 15+ years of experience in the field of Data Science and is the founder and CEO of Analytics Vidhya- the world's 2nd largest Data Science community.

        Get this Course Now

        With this course you’ll get

        • 30 Mins

          Duration

        • Kunal Jain

          Instructor

        • Intermediate

          Level

        Certificate of completion

        Earn a professional certificate upon course completion

        • Industry-Recognized Credential
        • Career Advancement Credential
        • Shareable Achievement
        certificate

        Frequently Asked Questions

        Looking for answers to other questions?

        This course is for individuals interested in time series forecasting, data scientists wanting to learn time series analysis, and anyone looking to build forecasting models in Python.

        You will need Python and relevant libraries installed. Specific setup instructions will be provided in the course.

        You can access the course content indefinitely after enrollment.

        Yes, it is recommended to follow the modules in the given order for a better understanding.

        Yes, you will receive a certificate upon successful completion of the course.

        Related courses

        Expand your knowledge with these related courses and expand way beyond

        Card cap

        9 Hours 30 Minutes 5 Lessons 4.7

        Building Data Strories Using Excel and Tableau

        Card cap

        1 Hour5 Lessons 4.5

        Introduction to Business Analytics

        Card cap

        15 Minutes 7 Lessons 4.7

        Tableau for Beginners and Intermediate Learners

        Popular free courses

        Discover our most popular courses to boost your skills

        Card cap

        9 Hours7 Lessons 7

        GenAI Learning Path

        4.6
        Card cap

        30 Hours9 Lessons 9

        Data Science Learning Path

        4.7
        Card cap

        2 Hours6 Lessons 6

        Ace a Data Scientist Interview in 2025

        4.5
        Card cap

        2 Hours3 Lessons 3

        Build Your 2025 Winning Data Science Resume with AI

        4.5
        Card cap

        2 Hours 30 Minutes 4 Lessons 4

        LangChain Fundamentals

        4.5
        Card cap

        50 Minutes 2 Lessons 2

        Introduction to CrewAI Building a Researcher Assistant Agent

        4.7
        Card cap

        2 Hours2 Lessons 2

        Understanding the working of Neural Networks

        4.7
        Card cap

        1 Hour2 Lessons 2

        Vibe Coding with Replit

        4.8
        Card cap

        2 Hours4 Lessons 4

        Agentic AI Design Pattern

        4.5
        Card cap

        2 Hours6 Lessons 6

        Excel : From Beginner to Expert

        4.6
        Card cap

        1 Hour 20 Minutes 1 Lesson1

        Building Agentic AI System with Bedrock

        4.5
        Card cap

        2 Hours1 Lesson1

        A Complete MLops Journey

        4.6
        Card cap

        2 Hours3 Lessons 3

        Data Analysis with Apache Hive

        4.7
        Card cap

        1 Hour1 Lesson1

        No Code Predictive Analytics with Orange

        4.5
        Card cap

        45 Minutes 1 Lesson1

        Building Intelligent Chatbots using AI

        4.5
        Card cap

        1 Hour2 Lessons 2

        GenAI for Everyone

        4.6
        Card cap

        4 Hours5 Lessons 5

        A B C of Coding to Build AI Agents

        4.9
        Card cap

        30 Minutes 1 Lesson1

        Foundations of Model Context Protocol

        4.8
        Card cap

        9 Hours5 Lessons 5

        Vibe Coding Learning Path

        4.6
        Card cap

        2 Hours2 Lessons 2

        Getting Started with Tableau

        4.5
        Card cap

        40 Minutes 2 Lessons 2

        How to Build an Image Generator Web App with Zero Coding

        4.7
        Card cap

        2 Hours2 Lessons 2

        Building and Evaluating RAG System

        4.6
        Card cap

        30 Minutes 1 Lesson1

        Revolutionizing Query Resolution with a RAG System Assisted by Agents

        4.6
        Card cap

        40 Minutes 1 Lesson1

        Guide to Vibe Coding in Windsurf

        4.8
        Card cap

        30 Minutes 1 Lesson1

        Build Products 10x Faster with GenAI

        4.8
        Card cap

        30 Minutes 1 Lesson1

        Build a Resume Review Agentic System with CrewAI

        4.8
        Card cap

        1 Hour1 Lesson1

        DeepSeek from Scratch

        4.6
        Card cap

        30 Minutes 1 Lesson1

        End to end RAG Application Development with LangChain and Streamlit

        4.5
        Card cap

        30 Minutes 1 Lesson1

        Building a Collaborative Multi-Agent system

        4.7
        Card cap

        2 Hours4 Lessons 4

        Building Smarter LLMs with Mamba and State Space Model

        4.6
        Card cap

        3 Hours2 Lessons 2

        Building Agent using AutoGen

        4.5
        Card cap

        1 Hour1 Lesson1

        n8n - A Complete Guide to Automation Tool

        4.8
        Card cap

        45 Minutes 1 Lesson1

        Building a Customized Newsletter AI Agent

        4.6
        Card cap

        3 Hours 30 Minutes 2 Lessons 2

        Analyzing Data with Power BI

        4.5
        Card cap

        2 Hours6 Lessons 6

        Building ML Pipelines using MLflow & DVC

        4.9
        Card cap

        1 Hour6 Lessons 6

        Generative AI on AWS

        4.7
        Card cap

        1 Hour3 Lessons 3

        Model Deployment using FastAPI

        4.5
        Card cap

        30 Minutes 6 Lessons 6

        Demystifying OpenAI Agents SDK

        4.7
        Card cap

        30 Minutes 1 Lesson1

        Build a QA RAG system with Langchain

        5
        Card cap

        30 Minutes 1 Lesson1

        Build a Document Retriever Search Engine with LangChain

        5
        Card cap

        4 Hours3 Lessons 3

        Generative AI - A Way of Life

        4.5
        Card cap

        1 Hour1 Lesson1

        Exploring Stability. AI

        4.9
        Card cap

        45 Minutes 6 Lessons 6

        Knowledge Bases & Memory for Agentic AI

        4.5
        Card cap

        1 Hour1 Lesson1

        Building Data Analyst AI Agent

        4.6
        Card cap

        40 Minutes 1 Lesson1

        Building Scalable Industry Applications with RAG and Agents

        4.8
        Card cap

        1 Hour2 Lessons 2

        OpenEngage: Build a complete AI Driven Marketing Engine

        4.5
        Card cap

        1 Hour1 Lesson1

        Building a Deep Research AI Agent

        4.5
        Card cap

        5 Hours4 Lessons 4

        Mastering Multimodal RAG & Embeddings with Amazon Nova & Bedrock

        4.8
        Card cap

        34 Minutes 2 Lessons 2

        Getting Started with DeepSeek-AI

        4.9
        Card cap

        60 Minutes 3 Lessons 3

        Frameworks for effective Problem Solving

        4.7
        Card cap

        1 Hour6 Lessons 6

        Framework to Choose the Right LLM For your Business

        4.5
        Card cap

        2 Hours3 Lessons 3

        Build your first RAG system using Llamaindex

        4.9
        Card cap

        1 Hour3 Lessons 3

        Introduction to AI & ML

        4.9
        Card cap

        3 Hours6 Lessons 6

        Microsoft Excel Formulas & Functions

        4.8
        Card cap

        1 Hour5 Lessons 5

        Introduction to Business Analytics

        4.5
        Card cap

        15 Minutes 7 Lessons 7

        Tableau for Beginners

        4.7
        Card cap

        5 Hours4 Lessons 4

        Introduction to Natural Language Processing

        4.6
        Card cap

        30 Minutes 1 Lesson1

        Loan Prediction Practice Problem (Using Python)

        4.8
        Card cap

        1 Hour20 Lessons 20

        Introduction to Python

        4.9
        Card cap

        1 Hour3 Lessons 3

        Foundations of Data Science

        4.8
        Card cap

        3 Hours9 Lessons 9

        Build Data Pipelines with Apache Airflow

        5
        Card cap

        1 Hour1 Lesson1

        Building a Sentiment Classification Pipeline with DistilBert and Airflow

        4.6
        Card cap

        3 Hours3 Lessons 3

        Introduction to Transformers and Attention Mechanisms

        4.6
        Card cap

        40 Minutes 1 Lesson1

        Mastering Agentic Conversation Pattern with AG2

        4.6
        Card cap

        1 Hour1 Lesson1

        Coding a ChatGPT-style Language Model From Scratch in Pytorch

        4.6
        Card cap

        30 Minutes 1 Lesson1

        Navigating LLM Tradeoffs Techniques for Speed & Accuracy

        4.8
        Card cap

        1 Hour1 Lesson1

        Data Preprocessing on a Real-World Problem

        4.5
        Card cap

        1 Hour 20 Minutes 6 Lessons 6

        Getting Started With Large Language Models

        4.6
        Card cap

        4 Hours4 Lessons 4

        Exploring-natural-language processing using deep learning

        4.5
        Card cap

        30 Minutes 5 Lessons 5

        Ensemble Learning and Ensemble Learning Techniques

        4.8
        Card cap

        2 Hours4 Lessons 4

        Evaluation Metrics for Machine Learning Models

        4.6
        Card cap

        1 Hour3 Lessons 3

        Exploring OpenAI o3 and o4-mini

        4.7
        Card cap

        1 Hour1 Lesson1

        Deep Dive Into QwQ-32B

        4.8
        Card cap

        1 Hour 30 Minutes 3 Lessons 3

        Getting Started with OpenAI o3-mini

        4.8
        Card cap

        30 Minutes 30 Lessons 30

        Reimagining GenAI: Common Mistakes and Best Practices for Success

        4.8
        Card cap

        2 Hours3 Lessons 3

        Building LLM Applications using Prompt Engineering

        4.7
        Card cap

        1 Hour6 Lessons 6

        Bagging and Boosting ML Algorithms

        4.5
        Card cap

        1 Hour 20 Minutes 1 Lesson1

        Understanding Linear Regression

        4.7
        Card cap

        1 Hour1 Lesson1

        The A to Z of Unsupervised ML

        4.8
        Card cap

        9 Hours4 Lessons 4

        Getting Started with Deep Learning

        4.8
        Card cap

        1 Hour2 Lessons 2

        Dreambooth: Stable DIffusion for Custom Images

        4.8
        Card cap

        1 Hour2 Lessons 2

        Nano Course: Building Large Language Models for Code

        4.7
        Card cap

        9 Hours 30 Minutes 5 Lessons 5

        Building Data Stories using Excel and Tableau

        4.7
        Card cap

        30 Minutes 2 Lessons 2

        Naive Bayes from Scratch

        4.5
        Card cap

        30 Minutes 5 Lessons 5

        Dimensionality Reduction for Machine Learning

        4.9
        Card cap

        20 Minutes 6 Lessons 6

        xAI Grok 3: Smartest AI on Earth

        4.5
        Card cap

        1 Hour1 Lesson1

        Learning Autonomous Driving Behaviors with LLMs and RL

        5
        Card cap

        1 Hour1 Lesson1

        GenAI for Quantitative Finance & Control Implementation

        4.8
        Card cap

        1 Hour1 Lesson1

        Creating Problem-Solving Agents with GenAI for Actions

        4.5
        Card cap

        30 Minutes 5 Lessons 5

        K-Nearest Neighbors (KNN) Algorithm in Python and R

        4.8
        Card cap

        1 Hour 30 Minutes 9 Lessons 9

        Fundamentals of Regression Analysis

        4.9
        Card cap

        1 Hour9 Lessons 9

        Pandas for Data Analysis in Python

        4.8
        Card cap

        1 Hour1 Lesson1

        Improving Real World RAG Systems :Key Challenges

        4.8
        Card cap

        34 Hours1 Lesson1

        Building Your First Computer Vision Model

        4.8
        Card cap

        1 Hour 10 Minutes 1 Lesson1

        MidJourney: From Inspiration to Implementation

        4.6
        Card cap

        1 Hour 10 Minutes 2 Lessons 2

        Building Text Classification Models in NLP

        4.8
        Card cap

        38 Minutes 1 Lesson1

        Nano Course Cutting Edge LLM Tricks

        4.6
        Card cap

        19 Minutes 1 Lesson1

        Introduction to Data Visualization

        4.9
        Card cap

        31 Minutes 4 Lessons 4

        Introduction to PyTorch for Deep Learning

        5
        Card cap

        30 Minutes 4 Lessons 4

        Time Series Forecasting using Python

        4.7
        Card cap

        2 Hours2 Lessons 2

        Essential : SQL Skills for Data Beginners

        Card cap

        2 Hours3 Lessons 3

        A comprehensive Learning path to become a Data Analyst

        4.6
        Card cap

        1 Hour1 Lesson1

        Mastering Multilingual GenAI Open-Weight for Indic Language

        4.6
        Card cap

        2 Hours5 Lessons 5

        A Comprehensive Learning Path to Become a Data Scientist in 2025

        4.8
        Card cap

        1 Hour1 Lesson1

        Introduction to Cloud

        4.7
        Card cap

        30 Minutes 1 Lesson1

        Getting Started with Decision Trees

        4.6
        Card cap

        30 Minutes 1 Lesson1

        Twitter Sentiment Analysis (Using Python)

        4.8
        Card cap

        30 Minutes 1 Lesson1

        Big Mart Sales Prediction Using R

        4.6

        Contact Us Today

        Take the first step towards a future of innovation & excellence with Analytics Vidhya

        Unlock Your AI & ML Potential

        Get Expert Guidance

        Need Support? We’ve Got Your Back Anytime!

        We use cookies essential for this site to function well. Please click to help us improve its usefulness with additional cookies. Learn about our use of cookies in our Privacy Policy & Cookies Policy.

        Show details